Merge branch 'ome_rust' into rust_sv

.github/CONTRIBUTING.md

@@ -8,9 +8,10 @@ language, however, please read a "Please" in front of everything.
 - :brain: Be reasonable and use common sense when contributing: we
   added some points we would like to highlight below
 - :family: Follow our [Code of
-  Conduct](https://github.com/N3PDF/eko/blob/master/.github/CODE_OF_CONDUCT.md)
+  Conduct](https://github.com/NNPDF/eko/blob/master/.github/CODE_OF_CONDUCT.md)
   and use the provided [Issue
-  Templates](https://github.com/N3PDF/eko/issues/new/choose)
+  Templates](https://github.com/NNPDF/eko/issues/new/choose)
+- :1234: Use the _almost_ standard [SemVer](https://semver.org/) for version numbers
 
 ## Tools
 
@@ -25,7 +26,7 @@ language, however, please read a "Please" in front of everything.
   generated (and intended to be used)
 - :parking: [`pre-commit`](https://pre-commit.com/) is used to enforce
   automation and standardize the tools for all developers; if you want
-  to contribute to this project, install it and setup
+  to contribute to this project, install it and activate it
 
 ## Docs
 

.pre-commit-config.yaml

@@ -18,33 +18,22 @@ repos:
     hooks:
       - id: pycln
         args: [--config=pyproject.toml]
-  - repo: https://github.com/psf/black-pre-commit-mirror
-    rev: 24.8.0
-    hooks:
-      - id: black
-  - repo: https://github.com/asottile/blacken-docs
-    rev: 1.18.0
-    hooks:
-      - id: blacken-docs
-  - repo: https://github.com/pycqa/isort
-    rev: 5.13.2
-    hooks:
-      - id: isort
-        args: ["--profile", "black"]
-  - repo: https://github.com/asottile/pyupgrade
-    rev: v3.17.0
-    hooks:
-      - id: pyupgrade
-  - repo: https://github.com/pycqa/pydocstyle
-    rev: 6.3.0
-    hooks:
-      - id: pydocstyle
-        files: ^src/
-        args: ["--add-ignore=D107,D105"]
-        additional_dependencies:
-          - toml
+  - repo: https://github.com/astral-sh/ruff-pre-commit
+    rev: v0.6.5
+    hooks:
+      # Run the linter.
+      - id: ruff
+        args: [ --fix ]
+      # Run the formatter.
+      - id: ruff-format
+  - repo: https://github.com/PyCQA/docformatter
+    rev: v1.7.5
+    hooks:
+      - id: docformatter
+        additional_dependencies: [tomli]
+        args: [--in-place, --config, ./pyproject.toml]
   - repo: https://github.com/pre-commit/mirrors-mypy
-    rev: v1.11.1
+    rev: v1.11.2
     hooks:
       - id: mypy
         additional_dependencies: [types-PyYAML]
@@ -53,14 +42,14 @@ repos:
   - repo: local
     hooks:
     - id: fmt
-      name: fmt
+      name: cargo fmt
       description: Format Rust files with cargo fmt.
       entry: cargo fmt --
       language: system
       files: ^crates/.*\.rs$
       args: []
     - id: clippy
-      name: clippy
+      name: cargo clippy
       description: Check Rust files with cargo clippy.
       entry: cargo clippy --all-targets --all-features -- -Dclippy::all
       pass_filenames: false

benchmarks/CT14_bench.py

@@ -1,5 +1,4 @@
-"""
-Benchmark CT14 pdf family
+"""Benchmark CT14 pdf family.
 
 - as far as I understand, the llo family uses LO splitting functions with LO alphas evolution,
   whereas the lo family uses LO splitting functions with NLO alphas evolution
@@ -25,7 +24,7 @@
 
 
 class BenchmarkCT14(Runner):
-    """Benchmark CT14 pdfs"""
+    """Benchmark CT14 pdfs."""
 
     external = "LHAPDF"
 

benchmarks/CT18_bench.py

@@ -1,7 +1,4 @@
-"""
-Benchmark CT18 pdf family
-
-"""
+"""Benchmark CT18 pdf family."""
 
 from banana import register
 
@@ -23,7 +20,7 @@
 
 
 class BenchmarkCT18(Runner):
-    """Benchmark CT18 pdfs"""
+    """Benchmark CT18 pdfs."""
 
     external = "LHAPDF"
 

benchmarks/DSSV_bench.py

@@ -1,7 +1,7 @@
 """Benchmark DSSV pdf family.
 
-Note that the PDF set is private, but can be obtained from the
-authors upon request.
+Note that the PDF set is private, but can be obtained from the authors
+upon request.
 """
 
 from banana import register

benchmarks/FF_LHAPDF_bench.py

@@ -1,4 +1,4 @@
-"""Benchmark FFs from LHAPDF"""
+"""Benchmark FFs from LHAPDF."""
 
 from banana import register
 

benchmarks/HERA20_bench.py

@@ -1,7 +1,4 @@
-"""
-Benchmark HERAPDF2.0 pdf family
-
-"""
+"""Benchmark HERAPDF2.0 pdf family."""
 
 from banana import register
 
@@ -27,7 +24,7 @@
 
 
 class BenchmarkHERA20(Runner):
-    """Benchmark HERA20 pdfs"""
+    """Benchmark HERA20 pdfs."""
 
     external = "LHAPDF"
 

benchmarks/NNPDF_bench.py

@@ -1,6 +1,4 @@
-"""
-Benchmark NNPDF pdf family
-"""
+"""Benchmark NNPDF pdf family."""
 
 from banana import register
 
@@ -11,9 +9,7 @@
 
 
 class BenchmarkNNPDF(Runner):
-    """
-    Globally set the external program to LHAPDF
-    """
+    """Globally set the external program to LHAPDF."""
 
     external = "LHAPDF"
 
@@ -49,7 +45,7 @@ def skip_pdfs(self, _theory):
 
 
 class BenchmarkNNPDF31(BenchmarkNNPDF):
-    """Benchmark NNPDF3.1"""
+    """Benchmark NNPDF3.1."""
 
     def benchmark_nlo(self, Q0=1.65, mugrid=(10,)):
         theory_card = {
@@ -64,7 +60,7 @@ def benchmark_nlo(self, Q0=1.65, mugrid=(10,)):
 
 
 class BenchmarkNNPDF31_luxqed(BenchmarkNNPDF):
-    """Benchmark NNPDF3.1_luxqed"""
+    """Benchmark NNPDF3.1_luxqed."""
 
     def benchmark_nnlo(self, Q0=1.65, mugrid=(10,)):
         theory_card = {
@@ -91,7 +87,7 @@ def benchmark_nnlo(self, Q0=1.65, mugrid=(10,)):
 
 
 class BenchmarkNNPDF40(BenchmarkNNPDF):
-    """Benchmark NNPDF4.0"""
+    """Benchmark NNPDF4.0."""
 
     def benchmark_nlo(self, Q0=1.65, mugrid=(10,)):
         theory_card = {
@@ -119,7 +115,7 @@ def benchmark_nnlo(self, Q0=1.65, mugrid=(10,)):
 
 
 class BenchmarkNNPDFpol11(BenchmarkNNPDF):
-    """Benchmark NNPDFpol11"""
+    """Benchmark NNPDFpol11."""
 
     def benchmark(self, Q0=1.65, mugrid=(10,)):
         theory_card = {

benchmarks/apfel_bench.py

@@ -1,6 +1,4 @@
-"""
-    Benchmark EKO to Apfel
-"""
+"""Benchmark EKO to Apfel."""
 
 import numpy as np
 from banana import register
@@ -21,9 +19,7 @@ def tolist(input_dict):
 
 
 class ApfelBenchmark(Runner):
-    """
-    Globally set the external program to Apfel
-    """
+    """Globally set the external program to Apfel."""
 
     external = "apfel"
 
@@ -37,7 +33,7 @@ def skip_pdfs(_theory):
 
 
 class BenchmarkVFNS(ApfelBenchmark):
-    """Benchmark VFNS"""
+    """Benchmark VFNS."""
 
     vfns_theory = {
         "FNS": "ZM-VFNS",
@@ -59,7 +55,7 @@ class BenchmarkVFNS(ApfelBenchmark):
     vfns_theory = tolist(vfns_theory)
 
     def benchmark_plain(self, pto):
-        """Plain configuration"""
+        """Plain configuration."""
 
         th = self.vfns_theory.copy()
         th.update({"PTO": [pto]})
@@ -68,7 +64,7 @@ def benchmark_plain(self, pto):
         )
 
     def benchmark_sv(self, pto, svmode):
-        """Scale Variation"""
+        """Scale Variation."""
 
         th = self.vfns_theory.copy()
         th.update(
@@ -86,7 +82,7 @@ def benchmark_sv(self, pto, svmode):
         )
 
     def benchmark_kthr(self, pto):
-        """Threshold scale different from heavy quark mass"""
+        """Threshold scale different from heavy quark mass."""
 
         th = self.vfns_theory.copy()
         th.update(
@@ -101,10 +97,10 @@ def benchmark_kthr(self, pto):
         )
 
     def benchmark_msbar(self, pto):
-        """
-        MSbar heavy quark mass scheme
-        when  passing kthr != 1 both apfel and eko use ``kThr * msbar``,
-        as thr scale, where ``msbar`` is the usual ms_bar solution.
+        """MSbar heavy quark mass scheme when  passing kthr != 1 both apfel and
+        eko use ``kThr * msbar``, as thr scale, where ``msbar`` is the usual
+        ms_bar solution.
+
         However apfel and eko manage the alpha_s thr differently:
         apfel uses the given mass parameters as thr multiplied by the kthr,
         while in eko only the already computed thr matters, so the
@@ -132,7 +128,7 @@ def benchmark_msbar(self, pto):
 
 
 class BenchmarkFFNS(ApfelBenchmark):
-    """Benckmark FFNS"""
+    """Benckmark FFNS."""
 
     ffns_theory = {
         "FNS": "FFNS",
@@ -150,7 +146,7 @@ class BenchmarkFFNS(ApfelBenchmark):
     ffns_theory = tolist(ffns_theory)
 
     def benchmark_plain(self, pto):
-        """Plain configuration"""
+        """Plain configuration."""
 
         th = self.ffns_theory.copy()
         th.update({"PTO": [pto]})
@@ -159,7 +155,7 @@ def benchmark_plain(self, pto):
         )
 
     def benchmark_plain_pol(self, pto):
-        """Plain configuration"""
+        """Plain configuration."""
 
         th = self.ffns_theory.copy()
         th.update({"PTO": [pto]})
@@ -169,7 +165,7 @@ def benchmark_plain_pol(self, pto):
         self.run(cartesian_product(th), operators.build(op), ["ToyLH"])
 
     def benchmark_sv(self, pto, svmode):
-        """Scale Variation"""
+        """Scale Variation."""
 
         ts = []
         th = self.ffns_theory.copy()
@@ -198,7 +194,7 @@ def benchmark_sv(self, pto, svmode):
 
 
 class BenchmarkFFNS_qed(ApfelBenchmark):
-    """Benckmark FFNS"""
+    """Benckmark FFNS."""
 
     ffns_theory = {
         "Qref": 91.1870,
@@ -223,7 +219,7 @@ class BenchmarkFFNS_qed(ApfelBenchmark):
     ffns_theory = tolist(ffns_theory)
 
     def benchmark_plain(self, pto, qed):
-        """Plain configuration"""
+        """Plain configuration."""
 
         th = self.ffns_theory.copy()
         th.update({"PTO": [pto], "QED": [qed]})
@@ -240,7 +236,7 @@ def benchmark_plain(self, pto, qed):
         )
 
     def benchmark_sv(self, pto, qed, svmode):
-        """Scale Variation"""
+        """Scale Variation."""
 
         ts = []
         th = self.ffns_theory.copy()
@@ -277,7 +273,7 @@ def benchmark_sv(self, pto, qed, svmode):
 
 
 class BenchmarkVFNS_qed(ApfelBenchmark):
-    """Benckmark FFNS"""
+    """Benckmark FFNS."""
 
     vfns_theory = {
         "Qref": 91.1870,
@@ -301,7 +297,7 @@ class BenchmarkVFNS_qed(ApfelBenchmark):
     vfns_theory = tolist(vfns_theory)
 
     def benchmark_plain(self, pto, qed):
-        """Plain configuration"""
+        """Plain configuration."""
 
         th = self.vfns_theory.copy()
         th.update({"PTO": [pto], "QED": [qed]})

benchmarks/eko/benchmark_alphaem.py

@@ -1,6 +1,8 @@
 """This module benchmarks alpha_em against alphaQED23 and validphys.
 
-alphaQED23 can be obtained from http://www-com.physik.hu-berlin.de/~fjeger/software.html .
+alphaQED23 can be obtained from
+http://www-com.physik.hu-berlin.de/~fjeger/software.html
+.
 """
 
 import numpy as np
@@ -14,7 +16,7 @@
 @pytest.mark.isolated
 class BenchmarkCouplings:
     def test_alphaQED_high(self):
-        """testing aginst alphaQED23 for high Q values"""
+        """Testing aginst alphaQED23 for high Q values."""
         alphaQED23 = np.array(
             [
                 0.0075683,
@@ -90,7 +92,7 @@ def test_alphaQED_low(self):
         np.testing.assert_allclose(alphaQED23, alpha_eko, rtol=3.2e-3)
 
     def test_validphys(self):
-        """testing aginst validphys"""
+        """Testing aginst validphys."""
         alpha_vp = np.array(
             [
                 0.007408255774054356,